It will probably run, but the check engine light will blink constantly. AND, if you live somewhere that requires smog inspections, it will not pass.
HOWEVER...REMOVING STOCK EMISSIONS EQUIPMENT IS A FEDERAL OFFENSE.
Why do you want to remove it? If there is a problem with your cat, it may still be under warranty. Federal Law requires manufactures to place an 8 year/80k mile warranty on emissions parts.